Deployment as RESTful service

[dselivanov]

Several choices:

• plumber
• Rserve
• opencpu (updated)
• ~jug (updated)~
• something else?

[talegari]

opencpu ?

[pshashk]

jug? There is also a node.js based plugin for parallel processing, but I haven't tried it.

Things like request memoization and approximate nearest neighbor search (e.g., Annoy if L2 norms are approximately equal) might also be useful for serving trained models.

[dselivanov]

Sadly jug is orphaned now.

[filipwastberg]

Is there a plumber vignette coming for this?

[dselivanov]

https://github.com/dselivanov/RestRserve

пт, 1 февр. 2019 г., 13:32 Filip Wästberg [email protected]:

Is there a plumber vignette coming for this?

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[filipwastberg]

Thanks, seems like a great alternative. I'll try and figure out how to user rsparse with it. Nevertheless, it would be helpful with a vignette for how you could deploy rsparse as a microservice.